{
  "meta": {
    "briefs_analyzed": 47,
    "total_threads_cited": 772,
    "total_upvotes_cited": 200054,
    "unique_subreddits": 115,
    "subreddit_frequency": {
      "espresso": 40,
      "Coffee": 35,
      "JamesHoffmann": 23,
      "pourover": 19,
      "coffee": 17,
      "BuyItForLife": 12,
      "coffeestations": 8,
      "IndiaCoffee": 8,
      "CoffeeMakers": 5,
      "BrevilleCoffee": 4,
      "roasting": 4,
      "coldbrew": 4,
      "mokapot": 4,
      "Barista": 4,
      "homeespresso": 3,
      "LaMarzocco": 3,
      "CoffeePH": 3,
      "smartbuysforlife": 3,
      "RedRecs": 3,
      "Kaffee": 3
    },
    "products_in_catalog": 145,
    "products_mentioned_in_briefs": 81,
    "unique_questions_extracted": 313,
    "pain_points_extracted": 227,
    "sentiment_method": "LLM-classified per-mention sentiment from cached annotations (annotations.json; one label per scoring unit: positive/negative/neutral/mixed), with hardened keyword-rule counts retained as an internal cross-check (rules_*)",
    "scoring_units_total": 430,
    "scoring_units_labeled": 430,
    "public_dataset_version": "4.0",
    "dataset_revised_at": "2026-06-10",
    "license": "CC BY 4.0",
    "methodology_url": "https://www.thecoffeeroundup.com/research/coffee-community-consensus/#methodology",
    "sanitization_note": "Raw Reddit excerpts, thread contexts, verbatim questions, and pain-point samples are intentionally omitted. Sentiment annotations are published in sanitized form (unit id + label + short paraphrase note, no quoted window text) at coffee-community-census-annotations.json.",
    "total_upvotes_cited_note": "Sum of upvote citations across briefs; repeat citations of the same thread are counted each time. Not deduplicated per thread."
  },
  "product_consensus": [
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        "best-espresso-machine",
        "best-espresso-machine-for-beginners",
        "best-espresso-machine-under-1000",
        "best-espresso-machine-under-500",
        "best-espresso-machine-with-built-in-grinder",
        "best-single-serve-coffee-maker",
        "best-super-automatic-espresso-machine"
      ],
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      "net_sentiment": 4,
      "rules_positive": 18,
      "rules_negative": 10,
      "rules_net": 8,
      "name": "Gaggia Classic Evo Pro",
      "brand": "Gaggia",
      "price_usd": 530,
      "category": "",
      "slug": "gaggia-classic-evo-pro"
    },
    {
      "total_mentions": 20,
      "briefs_mentioned_in": [
        "bambino-plus-vs-barista-express",
        "barista-express-vs-barista-pro",
        "best-breville-espresso-machine",
        "best-espresso-beans-for-breville",
        "best-espresso-machine",
        "best-espresso-machine-for-beginners",
        "best-espresso-machine-under-1000",
        "best-espresso-machine-under-500",
        "best-espresso-machine-with-built-in-grinder"
      ],
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      "net_sentiment": 2,
      "rules_positive": 6,
      "rules_negative": 13,
      "rules_net": -7,
      "name": "Breville Barista Express",
      "brand": "Breville",
      "price_usd": 690,
      "category": "",
      "slug": "breville-barista-express"
    },
    {
      "total_mentions": 19,
      "briefs_mentioned_in": [
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        "best-coffee-grinder",
        "best-coffee-grinder-for-espresso",
        "best-coffee-grinder-for-french-press",
        "best-coffee-grinder-for-pour-over",
        "best-coffee-maker",
        "best-drip-coffee-maker",
        "grinder-only-deep"
      ],
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      "rules_negative": 5,
      "rules_net": 3,
      "name": "Baratza Encore Coffee Grinder",
      "brand": "Baratza",
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      "category": "",
      "slug": "baratza-encore"
    },
    {
      "total_mentions": 19,
      "briefs_mentioned_in": [
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        "best-coffee-grinder-for-espresso",
        "best-compact-espresso-machine",
        "grinder-only-deep"
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      "rules_negative": 5,
      "rules_net": 1,
      "name": "Eureka Mignon Notte Espresso Grinder",
      "brand": "Eureka",
      "price_usd": 299,
      "category": "",
      "slug": "eureka-mignon-notte"
    },
    {
      "total_mentions": 19,
      "briefs_mentioned_in": [
        "best-gooseneck-kettle",
        "best-pour-over-coffee-maker",
        "reusable-filters-v60-accessories"
      ],
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      "total_mixed": 5,
      "total_neutral": 10,
      "net_sentiment": -3,
      "rules_positive": 9,
      "rules_negative": 15,
      "rules_net": -6,
      "name": "Fellow Stagg EKG Pro Electric Gooseneck Kettle",
      "brand": "Fellow",
      "price_usd": 200,
      "category": "",
      "slug": "fellow-stagg-ekg-pro"
    },
    {
      "total_mentions": 16,
      "briefs_mentioned_in": [
        "best-pour-over-coffee-maker",
        "best-single-serve-coffee-maker",
        "iced-coffee-vs-cold-brew",
        "pour-over-vs-french-press"
      ],
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      "total_neutral": 7,
      "net_sentiment": 8,
      "rules_positive": 8,
      "rules_negative": 3,
      "rules_net": 5,
      "name": "Hario Switch Immersion Dripper (Size 02)",
      "brand": "Hario",
      "price_usd": 32,
      "category": "",
      "slug": "hario-switch-02"
    },
    {
      "total_mentions": 15,
      "briefs_mentioned_in": [
        "barista-express-vs-barista-pro",
        "best-coffee-grinder",
        "best-coffee-grinder-for-espresso",
        "best-espresso-machine",
        "best-espresso-machine-under-500",
        "espresso-shot-accessories",
        "grinder-only-deep"
      ],
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      "rules_negative": 6,
      "rules_net": 2,
      "name": "Baratza Encore ESP Coffee Grinder",
      "brand": "Baratza",
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      "category": "",
      "slug": "baratza-encore-esp"
    },
    {
      "total_mentions": 15,
      "briefs_mentioned_in": [
        "best-espresso-machine",
        "best-espresso-machine-under-1000",
        "best-espresso-machine-under-500"
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      "name": "Rancilio Silvia",
      "brand": "Rancilio",
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      "category": "",
      "slug": "rancilio-silvia"
    },
    {
      "total_mentions": 14,
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      "name": "Fellow Aiden Precision Coffee Maker",
      "brand": "Fellow",
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      "category": "",
      "slug": "fellow-aiden"
    },
    {
      "total_mentions": 13,
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        "bambino-plus-vs-barista-express",
        "best-espresso-machine",
        "best-espresso-machine-for-beginners",
        "best-espresso-machine-under-1000",
        "best-espresso-machine-under-500"
      ],
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      "rules_net": 6,
      "name": "Breville Bambino Plus",
      "brand": "Breville",
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      "category": "",
      "slug": "breville-bambino-plus"
    },
    {
      "total_mentions": 12,
      "briefs_mentioned_in": [
        "best-espresso-machine-for-beginners",
        "best-espresso-machine-under-1000",
        "best-espresso-machine-with-built-in-grinder"
      ],
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      "rules_net": 2,
      "name": "Ninja Luxe Caf\u00e9 Premier",
      "brand": "Ninja",
      "price_usd": 549,
      "category": "",
      "slug": "ninja-luxe-cafe"
    },
    {
      "total_mentions": 12,
      "briefs_mentioned_in": [
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        "best-single-serve-coffee-maker",
        "pour-over-vs-french-press"
      ],
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      "rules_net": 1,
      "name": "Kalita Wave 185 Dripper (Stainless Steel)",
      "brand": "Kalita",
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      "category": "",
      "slug": "kalita-wave-185"
    },
    {
      "total_mentions": 11,
      "briefs_mentioned_in": [
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        "best-espresso-beans-for-breville",
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        "best-espresso-machine-with-built-in-grinder"
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      "name": "Breville Barista Pro",
      "brand": "Breville",
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      "category": "",
      "slug": "breville-barista-pro"
    },
    {
      "total_mentions": 11,
      "briefs_mentioned_in": [
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        "best-coffee-grinder-for-espresso",
        "best-coffee-grinder-for-french-press",
        "best-espresso-beans-for-breville"
      ],
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      "name": "Breville Smart Grinder Pro",
      "brand": "Breville",
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      "category": "",
      "slug": "breville-smart-grinder-pro"
    },
    {
      "total_mentions": 11,
      "briefs_mentioned_in": [
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        "best-single-serve-coffee-maker",
        "travel-portable-coffee"
      ],
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      "rules_negative": 0,
      "rules_net": 4,
      "name": "WACACO Picopresso",
      "brand": "WACACO",
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      "category": "",
      "slug": "wacaco-picopresso"
    },
    {
      "total_mentions": 10,
      "briefs_mentioned_in": [
        "best-coffee-grinder",
        "best-coffee-grinder-for-pour-over",
        "aeropress-deep",
        "grinder-only-deep"
      ],
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      "rules_net": 1,
      "name": "Fellow Ode Gen 2 Flat Burr Coffee Grinder",
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      "category": "",
      "slug": "fellow-ode-gen-2"
    },
    {
      "total_mentions": 10,
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      "rules_net": 2,
      "name": "1Zpresso J-Ultra Manual Coffee Grinder",
      "brand": "1Zpresso",
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      "category": "",
      "slug": "1zpresso-j-ultra"
    },
    {
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        "best-drip-coffee-maker",
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      "slug": "mr-coffee-cafe-barista"
    },
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      "category": "",
      "slug": "comandante-c40"
    },
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      "name": "Hario Mizudashi Cold Brew Coffee Maker (1000ml)",
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      "category": "",
      "slug": "hario-mizudashi-cold-brew"
    },
    {
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        "best-espresso-beans-for-breville",
        "best-espresso-machine",
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      ],
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      "name": "Breville Bambino",
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      "category": "",
      "slug": "breville-bambino"
    },
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      "name": "Flair Classic",
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      "slug": "flair-classic"
    },
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      "name": "Baratza Sette 270 Conical Burr Coffee Grinder",
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      "slug": "baratza-sette-270"
    },
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      "name": "Bodum Pavina 2.5oz Double Wall Borosilicate Glass, Set of 2",
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      "category": "",
      "slug": "bodum-pavina-espresso"
    },
    {
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      "rules_net": 2,
      "name": "Bialetti Moka Express 6-Cup",
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      "category": "",
      "slug": "bialetti-moka-express"
    },
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      "rules_net": 1,
      "name": "Bialetti Brikka 2-Cup",
      "brand": "Bialetti",
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      "category": "",
      "slug": "bialetti-brikka"
    },
    {
      "total_mentions": 5,
      "briefs_mentioned_in": ["best-super-automatic-espresso-machine"],
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      "rules_positive": 1,
      "rules_negative": 0,
      "rules_net": 1,
      "name": "KitchenAid KF8 Fully Automatic Espresso Machine",
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      "category": "",
      "slug": "kitchenaid-kf8"
    },
    {
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      "brand": "De'Longhi",
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      "category": "",
      "slug": "delonghi-magnifica-evo"
    },
    {
      "total_mentions": 4,
      "briefs_mentioned_in": ["best-coffee-maker", "best-drip-coffee-maker"],
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      "name": "Breville Precision Brewer Thermal",
      "brand": "Breville",
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      "category": "",
      "slug": "breville-precision-brewer-thermal"
    },
    {
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      "name": "Stanley Classic French Press 48oz",
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      "category": "",
      "slug": "stanley-classic-french-press-48oz"
    },
    {
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      "briefs_mentioned_in": ["best-cold-brew-maker", "best-milk-frother"],
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      "rules_net": 1,
      "name": "County Line Kitchen Glass Cold Brew Coffee Maker (64 oz)",
      "brand": "County Line Kitchen",
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      "category": "",
      "slug": "county-line-kitchen-cold-brew-64oz"
    },
    {
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      "rules_negative": 0,
      "rules_net": 0,
      "name": "De'Longhi Stilosa EC260",
      "brand": "De'Longhi",
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}